{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "ae14ebd7-23c9-4fce-aec0-fdcf32959a96",
   "metadata": {
    "tags": []
   },
   "source": [
    "# 逆快速傅里叶变换ifft去噪还原"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "2b656b7a-526a-4059-a843-c8faedde6dbe",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 864x576 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import math\n",
    "\n",
    "def getSin(amp, freq, phase, sampleList):\n",
    "    return amp * np.sin(-2 * math.pi * freq * sampleList + phase)\n",
    "\n",
    "def getCos(amp, freq, phase, sampleList):\n",
    "    return amp * np.cos(-2 * math.pi * freq * sampleList + phase)\n",
    "\n",
    "def denoise(arr, thresh):\n",
    "    mask = arr > thresh\n",
    "    return mask * arr\n",
    "\n",
    "srate = 3000\n",
    "t = np.linspace(0, 1, srate)\n",
    "\n",
    "s1 = getSin(amp=1.5, freq=30, phase=0, sampleList=t)\n",
    "s2 = getCos(amp=3, freq=5, phase=0, sampleList=t)\n",
    "s3 = getSin(amp=10, freq=100, phase=0, sampleList=t)\n",
    "s4 = getCos(amp=20, freq=120, phase=0, sampleList=t)\n",
    "\n",
    "mixed_signal = s1 + s2 + s3 + s4\n",
    "\n",
    "fCoefs = np.fft.fft(mixed_signal, srate)\n",
    "\n",
    "amp_list = 2 * np.abs(fCoefs / srate)\n",
    "\n",
    "freqs = np.fft.fftfreq(len(amp_list), 1/srate)\n",
    "amp_shifted = np.fft.fftshift(amp_list)\n",
    "freq_shift = np.fft.fftshift(freqs)\n",
    "\n",
    "fig, ax = plt.subplots(2, 2, figsize=(12, 8))\n",
    "\n",
    "# 绘制原始未过滤数据的复合波形时域图\n",
    "ax[0, 0].plot(t[:500], mixed_signal[:500])\n",
    "ax[0, 0].grid()\n",
    "ax[0, 0].set_yticks([-20, 0, 20])\n",
    "ax[0, 0].set_xlim(0, 500/srate)\n",
    "ax[0, 0].set_xticks(np.arange(0, 501/srate, 100/srate))\n",
    "ax[0, 0].set_xticklabels(np.arange(0, 501, 100))\n",
    "ax[0, 0].relim()\n",
    "ax[0, 0].autoscale_view(scalex=False, scaley=True)\n",
    "\n",
    "# 绘制原始振幅频谱\n",
    "ax[1, 0].stem(freq_shift, amp_shifted)\n",
    "ax[1, 0].set_xlim([-150, 150])\n",
    "ax[1, 0].set_ylim([-0.5, 21])\n",
    "ax[1, 0].grid()\n",
    "\n",
    "amp_shifted[(freq_shift > 110) | (freq_shift < -110)] = 0\n",
    "amp_shifted = denoise(amp_shifted, 1)\n",
    "\n",
    "# 绘制处理后的振幅频谱\n",
    "ax[1, 1].stem(freq_shift, amp_shifted)\n",
    "ax[1, 1].set_xlim([-150, 150])\n",
    "ax[1, 1].set_ylim([-0.5, 21])\n",
    "ax[1, 1].grid()\n",
    "\n",
    "# 逆傅里叶变换以获得双重过滤后的时域波形\n",
    "filtered_signal = np.fft.ifft(np.fft.ifftshift(amp_shifted * np.fft.fftshift(fCoefs / amp_list)), srate)\n",
    "\n",
    "# 绘制双重过滤后的混合波形时域图\n",
    "ax[0, 1].plot(t[:500], filtered_signal.real[:500])\n",
    "ax[0, 1].grid()\n",
    "ax[0, 1].set_yticks(np.arange(-15, 16, 5))\n",
    "ax[0, 1].set_xlim(0, 500/srate)\n",
    "ax[0, 1].set_xticks(np.arange(0, 501/srate, 100/srate))\n",
    "ax[0, 1].set_xticklabels(np.arange(0, 501, 100))\n",
    "ax[0, 1].relim()\n",
    "ax[0, 1].autoscale_view(scalex=False, scaley=True)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b10b8ec2-2b25-4ebb-8479-32d0a56fbafb",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
